Instagram Growth Intelligence Engine – Viral Reel Analyzer + Comment Scraper + Script Generator + Virality Score System (n8n )

Instead of guessing what makes a Reel go viral, this system scrapes, analyzes, rewrites, scores, and stores everything for you — fully automated.

This is one of the most advanced Instagram content intelligence workflows ever built on Make.com.

⭐ WHAT THIS AUTOMATION DOES

The moment an Apify Actor finishes scraping an Instagram video, this workflow activates and runs a multi-stage AI pipeline that produces:

Full audio transcription

AI-generated explainer summary

Viral script rewrite

Viral hooks (high-converting openers)

Virality score (green / orange / red)

Comment sentiment analysis

Influencer matrix entry in Airtable

Everything is automated from start to finish.

🚀 STEP-BY-STEP BREAKDOWN OF THE WORKFLOW

1. Trigger: Apify Finished Actor Run Webhook The moment the scraping actor finishes, the workflow fires.

2. Fetch Instagram Dataset Items Retrieves cleaned JSON data from the Apify dataset, including:

video URL

owner name

timestamp

view count

likes

comments

3. CloudConvert – Extract Audio From Reel If the video is longer than 10 seconds, the workflow converts the video URL → MP3 file.

This MP3 is used for AI transcription.

4. Re-Fetch Dataset Items Used to collect the latest Instagram comments for analysis.

5. Aggregator – Combine All Comments The system merges up to 100 comments into one unified text block for AI analysis.

6. AI Transcription with Whisper OpenAI Whisper converts the extracted MP3 audio into clean, readable text.

This becomes the foundation for all further content generation.

7. AI Explainer Summary (OpenAI Assistant) The transcript is fed into a specialized “Reel Summariser” agent that returns:

A digestible explanation

Key learning

Structured summary

8. Viral Script Generator (OpenAI Assistant) This module uses:

the summary

viewer feedback (comments)

And creates a brand-new viral script NOT referencing the original video.

9. Hook Generator – Viral Hooks Agent Produces attention-grabbing hooks based on:

the new script

the original summary

comment insights

These hooks are optimized for Reels virality.

10. Virality Score Agent An AI agent scores the content using green, orange, or red indicators — based on structure, tension, storytelling, pacing, emotional drivers, and viewer psychology.

11. Sentiment Analysis Agent AI analyzes viewer comments and:

categorizes sentiment

identifies emotional patterns

detects themes

outputs a percentage breakdown

All in under 35 words.

12. Airtable – Influencer Matrix Auto-Logging Every processed Reel is stored into Airtable with:

Influencer Name

Date

Video URL

Explainer

Views / Likes / Comments

Viral Script

Viral Hooks

Virality Score

Sentiment

Transcript

This becomes your intelligent Instagram content database.

🔥 WHAT THIS SYSTEM GIVES YOU

✔ Full breakdown of why a Reel performed well ✔ AI-generated new content (script + hook) ✔ Virality scoring for strategic posting ✔ Engagement sentiment reporting ✔ Auto-generated content library in Airtable ✔ Automatic video-to-text pipeline ✔ All insights in one dashboard This is perfect for:

Instagram growth agencies

UGC creators

Reel editors

Influencer managers

Content creators posting daily

AI automation agencies

Social media strategists

This template alone replaces 5 tools + hours of manual analysis.

💡 WHY THIS WORKFLOW IS EXTREMELY VALUABLE

Because it transforms raw Instagram videos into:

Understanding

Insights

Scripts

Hooks

Virality prediction

Sentiment

Content performance data

No editing, no writing, no manual research — just plug and automate.

This is exactly how top creators scale their content output while improving quality.

Transform your Instagram content strategy with the Instagram Growth Intelligence Engine — a complete AI pipeline that analyzes, rewrites, predicts, and logs viral content automatically.